Created
March 8, 2020 15:25
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Compute the Cartesian Product of many lists using Java Streams
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import static java.util.Collections.unmodifiableList; | |
import static java.util.stream.Collectors.toList; | |
import java.util.ArrayList; | |
import java.util.List; | |
import java.util.Objects; | |
import java.util.function.BinaryOperator; | |
import java.util.stream.Stream; | |
public final class CartesianProductUtil { | |
private CartesianProductUtil() { } | |
/** | |
* Compute the cartesian product for n lists. | |
* The algorithm employs that A x B x C = (A x B) x C | |
* | |
* @param listsToJoin [a, b], [x, y], [1, 2] | |
* @return [a, x, 1], [a, x, 2], [a, y, 1], [a, y, 2], [b, x, 1], [b, x, 2], [b, y, 1], [b, y, 2] | |
*/ | |
public static <T> List<List<T>> cartesianProduct(List<List<T>> listsToJoin) { | |
if (listsToJoin.isEmpty()) { | |
return new ArrayList<>(); | |
} | |
listsToJoin = new ArrayList<>(listsToJoin); | |
List<T> firstListToJoin = listsToJoin.remove(0); | |
Stream<List<T>> startProduct = joinLists(new ArrayList<T>(), firstListToJoin); | |
BinaryOperator<Stream<List<T>>> noOp = (a, b) -> null; | |
return listsToJoin.stream() // | |
.filter(Objects::nonNull) // | |
.filter(list -> !list.isEmpty()) // | |
.reduce(startProduct, CartesianProductUtil::joinToCartesianProduct, noOp) // | |
.collect(toList()); | |
} | |
/** | |
* @param products [a, b], [x, y] | |
* @param toJoin [1, 2] | |
* @return [a, b, 1], [a, b, 2], [x, y, 1], [x, y, 2] | |
*/ | |
private static <T> Stream<List<T>> joinToCartesianProduct(Stream<List<T>> products, List<T> toJoin) { | |
return products.flatMap(product -> joinLists(product, toJoin)); | |
} | |
/** | |
* @param list [a, b] | |
* @param toJoin [1, 2] | |
* @return [a, b, 1], [a, b, 2] | |
*/ | |
private static <T> Stream<List<T>> joinLists(List<T> list, List<T> toJoin) { | |
return toJoin.stream().map(element -> appendElementToList(list, element)); | |
} | |
/** | |
* @param list [a, b] | |
* @param element 1 | |
* @return [a, b, 1] | |
*/ | |
private static <T> List<T> appendElementToList(List<T> list, T element) { | |
int capacity = list.size() + 1; | |
ArrayList<T> newList = new ArrayList<>(capacity); | |
newList.addAll(list); | |
newList.add(element); | |
return unmodifiableList(newList); | |
} | |
} |
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This is excellent! Thank you.